2026-08-31 14:18:20 +08:00
|
|
|
# Main ICASSP manuscript
|
|
|
|
|
|
|
|
|
|
This is the editable paper directory. It uses the unmodified official ICASSP
|
|
|
|
|
2026 LaTeX assets stored in `../ICASSP2026_Paper_Templates/`. When the ICASSP
|
|
|
|
|
2027 author kit is released, replace or add the official template and update
|
|
|
|
|
`TEMPLATE_DIR` in the Makefile only after checking the new instructions.
|
|
|
|
|
|
|
|
|
|
Compile from this directory:
|
|
|
|
|
|
|
|
|
|
```bash
|
|
|
|
|
make
|
|
|
|
|
```
|
|
|
|
|
|
|
|
|
|
The PDF and all intermediate files are written to `build/`; only source files
|
|
|
|
|
belong in Git.
|
|
|
|
|
|
|
|
|
|
Current source layout:
|
|
|
|
|
|
|
|
|
|
```text
|
|
|
|
|
main/
|
|
|
|
|
main.tex
|
|
|
|
|
references.bib
|
|
|
|
|
Makefile
|
|
|
|
|
README.md
|
|
|
|
|
build/ # generated, ignored
|
|
|
|
|
```
|
|
|
|
|
|
2026-09-10 11:12:02 +08:00
|
|
|
The manuscript is intentionally a content skeleton with visible TODOs. Do not
|
|
|
|
|
turn planned implementations, controls, or results into completed claims.
|
2026-08-31 23:39:15 +08:00
|
|
|
|
2026-09-10 11:12:02 +08:00
|
|
|
The frozen paper story is documented in
|
|
|
|
|
[`../../docs/icassp2027_acceptance_storyline_2026-09-10.md`](../../docs/icassp2027_acceptance_storyline_2026-09-10.md).
|
|
|
|
|
The paper asks how long-context Omni understanding can be adapted into
|
|
|
|
|
sub-second, wearer-relative floor control for an invisible egocentric wearer.
|
|
|
|
|
Its single candidate contribution is a causal local floor-evidence adapter:
|
2026-08-31 23:39:15 +08:00
|
|
|
|
2026-09-10 11:12:02 +08:00
|
|
|
- Qwen2.5-Omni-3B is the primary global backbone;
|
|
|
|
|
- matched LoRA/PEFT is a baseline, not a separate contribution;
|
|
|
|
|
- Qwen2.5-Omni-7B is an optional capacity-scaling control;
|
|
|
|
|
- the primary local method uses an anonymous, no-ID visible-person set;
|
|
|
|
|
- track continuity is conditional and must defeat no-ID/shuffled/capacity
|
|
|
|
|
controls before entering the paper;
|
|
|
|
|
- MiniCPM-o and a cross-family sweep are removed from the core plan;
|
|
|
|
|
- the oracle is analysis-only motivation, not a deployable method or headline;
|
|
|
|
|
- the publication gate is lower competing-risk-censored multi-other false
|
|
|
|
|
entry at matched wearer-onset recall without worse valid onset or yield.
|
2026-08-31 23:39:15 +08:00
|
|
|
|
2026-09-10 11:12:02 +08:00
|
|
|
Competing-risk censoring and training-side threshold calibration are now
|
|
|
|
|
implemented and unit-tested. The remaining P0 blocker is the real-data event
|
|
|
|
|
audit and protocol/scenario freeze; until then, event values are timing-derived
|
|
|
|
|
proxies. Already viewed Sessions 1--3 numbers are exploratory internal evidence
|
|
|
|
|
and must not appear in the confirmatory paper table.
|
